Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 0.151736 0.165949 0.181398 0.199524 0.220322 0.243571 0.271718
2025-06-08 0.127126 0.146468 0.169144 0.198059 0.234488 0.279626 0.341042
2025-06-15 0.112897 0.134977 0.162325 0.199457 0.249839 0.317856 0.420508
2025-06-22 0.098899 0.121215 0.149908 0.190627 0.248930 0.332925 0.470618
2025-06-29 0.088979 0.111243 0.140746 0.184170 0.249254 0.348514 0.524031
2025-07-06 0.081662 0.103833 0.133985 0.179803 0.251345 0.366338 0.585009
2025-07-13 0.078418 0.101558 0.133934 0.184921 0.268355 0.411040 0.707830
2025-07-20 0.076001 0.100135 0.134824 0.191368 0.288278 0.464848 0.869243
2025-07-27 0.073685 0.098600 0.135300 0.197058 0.307656 0.522067 1.064470
2025-08-03 0.071319 0.096761 0.135068 0.201434 0.325255 0.580093 1.293326
2025-08-10 0.067978 0.093190 0.131786 0.200160 0.331879 0.616324 1.483393
2025-08-17 0.063466 0.087539 0.124756 0.191575 0.322827 0.614838 1.555255
2025-08-24 0.060182 0.083686 0.120504 0.187802 0.323538 0.638242 1.734836
2025-08-31 0.057744 0.081027 0.118041 0.187089 0.330660 0.680119 2.022309
2025-09-07 0.055907 0.079203 0.116817 0.188530 0.342663 0.738779 2.445610
2025-09-14 0.052570 0.074784 0.110895 0.180403 0.332007 0.731334 2.548371
2025-09-21 0.049851 0.071241 0.106276 0.174434 0.325575 0.735024 2.721606
2025-09-28 0.047648 0.068440 0.102780 0.170391 0.323144 0.750521 2.988773
2025-10-05 0.046990 0.068143 0.103638 0.175133 0.342616 0.842189 3.917280
2025-10-12 0.046536 0.068154 0.105028 0.181099 0.366346 0.959558 5.405043
2025-10-19 0.045987 0.067966 0.106034 0.186360 0.389392 1.087240 7.595030
2025-10-26 0.045291 0.067486 0.106460 0.190402 0.410033 1.218091 10.765000
2025-11-02 0.043966 0.065852 0.104620 0.189226 0.415631 1.287525 13.579057